Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 1.074904 1.302520 1.592167 1.998782 2.574315 3.393637 4.720065
2025-04-13 0.760033 1.004112 1.360336 1.954708 3.011945 5.056693 10.274768
2025-04-20 0.640605 0.899915 1.318846 2.123016 3.886285 8.651675 32.655313
2025-04-27 0.555134 0.813860 1.263514 2.225157 4.748058 14.378143 167.431291
2025-05-04 0.483194 0.729192 1.178953 2.219971 5.372118 22.137383 5635.781950
2025-05-11 0.422452 0.650165 1.081307 2.137400 5.707268 31.407831 NaN
2025-05-18 0.386367 0.607859 1.044242 2.186926 6.624131 57.718679 NaN
2025-05-25 0.361232 0.580910 1.031502 2.297159 8.053806 146.622565 NaN
2025-06-01 0.333316 0.544010 0.988254 2.299623 9.029847 388.969153 NaN
2025-06-08 0.304743 0.501882 0.924648 2.212207 9.372185 980.944508 NaN
2025-06-15 0.290190 0.485774 0.918395 2.315334 11.434963 NaN NaN
2025-06-22 0.273115 0.462270 0.889634 2.327599 12.932299 NaN NaN
2025-06-29 0.254175 0.433318 0.843722 2.263130 13.673342 NaN NaN
2025-07-06 0.238162 0.409012 0.806046 2.219210 14.705096 NaN NaN
2025-07-13 0.232825 0.406857 0.825332 2.423705 20.649984 NaN NaN
2025-07-20 0.224898 0.398066 0.825196 2.547920 27.125041 NaN NaN
2025-07-27 0.213908 0.381283 0.799983 2.541659 31.125746 NaN NaN
2025-08-03 0.201470 0.360143 0.759371 2.441437 31.791684 NaN NaN
2025-08-10 0.194283 0.350328 0.749917 2.501515 39.956574 NaN NaN
2025-08-17 0.189312 0.345110 0.753059 2.635663 57.051136 NaN NaN
2025-08-24 0.181828 0.333349 0.734745 2.638669 68.701542 NaN NaN
2025-08-31 0.172725 0.317098 0.700641 2.532228 69.193910 NaN NaN
2025-09-07 0.168835 0.312905 0.703236 2.657839 105.960604 NaN NaN